Martin Schmitt
11 papers · 2018–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (7) π Conference Polyglot (6) π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (35)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π§¬
Topic Evolution
π
Keyword Champion
(3)
π
Century Club
(11)
ποΈ
Keyword Collector
(57)
π₯
Unstoppable
(5)
Conferences
EMNLP (4)
AAAI (2)
ACL (2)
COLING (1)
EACL (1)
NAACL (1)
Top co-authors
Keywords
knowledge graph
(5)
lexical inference
(3)
graph-to-text generation
(3)
pretrained language model
(3)
few-shot learning
(2)
natural language inference
(2)
transformer architecture
(2)
knowledge transfer
(1)
text classification
(1)
zero-shot learning
(1)
semantic parsing
(1)
semantic analysis
(1)
parallel corpus
(1)
semantic representation
(1)
natural language generation
(1)
self-supervised pretraining
(1)
entity linking
(1)
convolutional neural network
(1)
relational reasoning
(1)
part-of-speech tagging
(1)
Papers
CVE-LLM: Ontology-Assisted Automatic Vulnerability Evaluation Using Large Language Models
AAAI 2025
Improving Scene Graph Classification by Exploiting Knowledge from Texts
AAAI 2022
Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs
NAACL 2021
Language Models for Lexical Inference in Context
EACL 2021
Continuous Entailment Patterns for Lexical Inference in Context
EMNLP 2021
Investigating Pretrained Language Models for Graph-to-Text Generation
EMNLP 2021
An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing
EMNLP 2020
Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention
COLING 2020
SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference
ACL 2019
Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks
EMNLP 2018
Embedding Learning Through Multilingual Concept Induction
ACL 2018